new workspaces
Retention study / executive report
The first useful result decides whether a team stays.
An illustrative analysis of 2,460 new workspaces finds one activation event explains most of the gap between durable and short-lived adoption.
01
Executive summary
Three findings change the plan.
- Speed beats breadth.Teams reaching one useful output in 12 minutes retained better than teams configuring every feature.
- Sharing makes value legible.The first collaborator invite mattered only after the workspace produced something worth opening.
- Setup is stealing the moment.Four optional configuration steps sit between intent and the strongest activation event.
weeks observed
median to first value
activated vs. baseline
02
Evidence
The curve separates in session one.
Workspaces that shared a completed result retained at 68% by week eight. Teams that invited a collaborator but produced no result converged with the 18% baseline.
“I understood the product when my teammate opened the thing I had made—not when I finished connecting the tools.” Interview 14 / operations lead
100%75%50%25%0%
Activated 68%
Configured 29%
Baseline 18%
Week 1 Week 8
03
Recommendation
Design the first session around one shareable result.
Four setup gates
Defer integrations, taxonomy, workspace roles, and notification preferences.
A guided first output
Give every new team realistic source material and one useful result to shape.
Time to shared value
Track the first completed output opened by another person, not setup completion.
Method note
Replace this section with cohort definitions, exclusions, observation windows, and source limitations. Label modeled or illustrative figures. Keep the recommendation traceable to the evidence shown above.